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4,299,418 works, Canadian by any of four routes.

Every filter state is a URL; the URL is the query; the query is citable via /q/⟨hash⟩. The page, the API and the export parse the same parameters.

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The current cohort, streamed from the database: every work column, the machine labels, the provisional scores, and the per-row validation status. Exports are capped at 100,000 rows. Mints a permanent /q/ link for this exact query. The same filters always produce the same link, whoever asks.

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Blood donation and transfusion practices
Retraction
Abstract
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Direct Codex and Gemma labels are unvalidated and sparse. Distilled predictions cover the full frame and are also unvalidated. Choose the evidence source explicitly; absence of a direct label is never a negative label.

affaffiliation
fundfunder
venuejournal
aboutaboutness

The four routes compose: require the funder route and exclude affiliation to get the funder-only stratum no affiliation-based frame ever sees.

838 results · 1 filter active ·
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20002025
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Machine labels · sparse coverage
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An unlabeled work is unknown, not a negative. Label coverage is reported on every query.
838 works in the cohort · of 4,299,418page 6 of 17

Labels cover 1 of 838 works in this cohort. The rest are unlabeled, which is not a negative label: the label table is sparse today and grows as labeling rounds land.

Distilled predictions cover 838 of 838 works in this cohort. Predictions are machine_predicted_unvalidated teacher distillation outputs. Candidate is the union; consensus is the intersection.

affno abstractunlabeled
Quality and Safety of Blood Products
Sandra Ramírez‐Arcos, Denese C. Marks, Jason P. Acker, William P. Sheffield
2016· editorial· en· Journal of Blood Transfusion· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
13
citations
affaboutunlabeled
Engaging ethnic minority blood donors
Johanne Charbonneau, S. Daigneault
2016· article· en· ISBT Science Series· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
12
citations
affaboutunlabeled
Blood donation and testosterone replacement therapy
Benjamin Chin‐Yee, Alejandro Lazo‐Langner, Terrie Butler‐Foster, Cyrus C. Hsia, Ian Chin‐Yee
2017· article· en· Transfusion· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
11
citations
affunlabeled
Plasma Transfusion and Use of Albumin
Simon Stanworth, Alan Tinmouth
2009· other· en· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
afffundvenueaboutunlabeled
Canadian blood suppliers: An expanding role in public health surveillance?
Sheila F. O’Brien, Steven J. Drews, Antoine Lewin, Carla Osiowy, Michael Drebot, Christian Renaud
2022· article· en· Canada Communicable Disease Report· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · none
11
citations
affno abstractunlabeled
Le marketing dans l’univers du don de sang
Sylvie Daigneault
2007· article· fr· Transfusion Clinique et Biologique· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrow+insufficient_payloadconsensus · none
11
citations
fundno affunlabeled
Donor Research in Australia: Challenges and Promise
Barbara Masser, Geoff Smith, Lisa A. Williams
2014· review· en· Transfusion Medicine and Hemotherapy· Business, Management and Accounting
distilled prediction:candidate · metaepi_narrowconsensus · none
11
citations
fundno affunlabeled
Effect of the first year of <scp>COVID</scp>‐19 pandemic on the collection and use of blood components in Colombia monitored through the national haemovigilance system
María‐Isabel Bermúdez‐Forero, Jonathan‐Andrés Soto‐Viáfara, Paula‐Andrea Gardeazábal‐Acuña, Diego‐Alexander Anzola‐Samudio, Michel‐Andrés García‐Otálora
2021· article· en· Transfusion Medicine· Business, Management and Accounting
distilled prediction:candidate · noneconsensus · none
10
citations
affunlabeled
Vox Sanguinis International Forum on Donor Incentives: Summary
Michelle P. Zeller, Dana Ellingham, Dana V. Devine, Miquel Lozano, Pedro Lewis, Е Б Жибурт +26 more
2020· article· en· Vox Sanguinis· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
10
citations
affaboutunlabeled
Rare donor program: Canadian Blood Services
Mindy Goldman, L. St. Croix
2016· article· en· Immunohematology· Business, Management and Accounting
distilled prediction:candidate · insufficient_payloadconsensus · insufficient_payload
9
citations
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